High-quality training data is a critical prerequisite for a successful Artificial Intelligence/Machine Learning model. But, alongside quality, the caliber of an AI/ML training data set is also determined by the scale and speed of annotation, data security, and mitigation of bias. Employing accurate image annotation for Machine Learning/AI projects while incorporating all these elements can help create a data set that’s appropriate for any particular planned project.
However, in the absence of professional annotators, businesses often face one or more of the following challenges-
Altogether, this time-consuming process claims more effort and investment than reasonable when attempted in-house. That’s why it makes more business sense to outsource image annotation services to a reliable partner.
SunTec India is a 20+ years old platform that keeps adapting to technological advancements and assists enterprises across various industries with the right support to launch ambitious projects. Backed by a competent team of data experts, annotators, and technical specialists, we offer image annotation services for computer vision models of a wide variety and volume.
At SunTec India, every client’s requirements are met with an optimized team, clear deliverables, and collaborative workflow. Working as an extension to your in-house team, our professional annotators take into account the typical as well as edge cases and create datasets that reflect the environment where your model will be used.
With the latest tools, best industry practices, and a project-specific plan of execution, we strive for excellence in all our image annotation endeavors.
Perception models trained on our 2D bounding box annotation data sets can enhance your model’s visual search abilities by detecting different objects from most complex images. Our annotators employ the 2D bounding box & 3D bounding box annotation techniques for projects across various domains, including healthcare, agriculture, autonomous vehicles, eCommerce, traffic control, etc., that require the training data to:-
Aided by precise image labeling services, we model our bounding box annotation workflow with your custom requirements to locate objects of interest.
With semantic segmentation, we enhance the quality of your training data set by detecting, classifying, and localizing objects in a particular area inside any image. It is a powerful tool that we utilize for image annotation in deep learning projects. Through color-coded, pixel-level annotation in images, we employ client-specific semantic labeling to help you solve problems like:-
By plotting points on an object’s vertices through polygon annotation, we can define its exact edges and ensure concentrated tagging and labeling.
We train our annotators on creative methods to define and label lines and boundaries of a wide variety in any image accurately. With our accurate line annotation services, we have fueled several vehicle perception models with accurate lane navigation learnings by:-
To make text strings and keywords comprehensible to ML and AI models, we offer multi-language text annotation services with metadata labeling. In addition to tagging text from different images into predetermined classifiers, our professional annotators also add a suitable description along with the annotated text to facilitate a faster and precise data visualization model.
This service can help train a computer vision model on accurate natural language interpretations. While businesses have several usages for text annotation, i.e., automated customer service, the most prominent use case is to teach ML/AI models to carry out a meaningful conversation with humans.
With frame-by-frame annotation for videos of varying lengths, we equip your training data sets with information on the simple classification of moving objects. Every video is converted into a sum of short clips by our processing experts, who apply a combination of different annotation techniques to glean the vital information from each frame with precision. The resultant data set can help your AI/ML models in various ways:-
With the landmark annotation services from SunTec India, you can train your model to detect minute shapes and sizes in any image or video with appropriate precision. By plotting sequential dots at specific locations in an image, we create accurate data sets that can teach deep learning models about the trajectory of moving objects in an image and estimating the same with increased precision.
Its most popular use-cases involve:-
At SunTec India, we generate high-quality training data sets by labeling and tagging data efficiently and comprehensively. After extracting the semantic information from images, we design a customized approach to uncover sufficient significant labels and provide metadata that maximizes the value of the training data set.
Our novel approach to image labeling and tagging after annotation saves the execution time for businesses while preserving valuable information and maintaining operational efficiency.
In addition to being accurate, fast, secure, and scalable, the image annotation services at SunTec India are also optimized for cost.
We follow competitive pricing modules and offer our services at a rate determined by the work-hours, complexity, and volume of your project. Additionally, enterprises outsourcing image annotation services to us can save on recruitment and training costs while receiving the guarantee of quality and precision, timely delivery, and utmost confidentiality through NDA agreements.
Our teams of professional annotators start by understanding your project specifications and adapting to your existing annotation dashboard and vocabulary. Through a combination of manual and automatic image annotation services and multi-tier quality checks, we optimize and execute a workflow with swift, accurate, and reliable results at an unparalleled quality.
The final deliverables are dispatched to you via secure means, as per your convenience. Our teams follow a strict NDA agreement, and any data sets post-completion of a project are removed from our records.
By outsourcing image recognition services to SunTec India, your business can leverage our experience and expertise to drive smarter, more insightful ML & AI computer vision models.
To know more about the image annotation services of SunTec India, or how they can enhance the performance of your computer vision model, get in touch with us at firstname.lastname@example.org.